-
Notifications
You must be signed in to change notification settings - Fork 4.3k
/
miniAOD_tools.py
723 lines (628 loc) · 41.2 KB
/
miniAOD_tools.py
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
714
715
716
717
718
719
720
721
722
723
import FWCore.ParameterSet.Config as cms
from PhysicsTools.SelectorUtils.tools.vid_id_tools import *
from PhysicsTools.PatAlgos.tools.helpers import getPatAlgosToolsTask, addToProcessAndTask
from Configuration.ProcessModifiers.pp_on_AA_cff import pp_on_AA
from PhysicsTools.PatUtils.tools.pfforTrkMET_cff import *
def miniAOD_customizeCommon(process):
process.patMuons.isoDeposits = cms.PSet()
process.patElectrons.isoDeposits = cms.PSet()
process.patTaus.isoDeposits = cms.PSet()
process.patPhotons.isoDeposits = cms.PSet()
#
process.patMuons.embedTrack = True # used for IDs
process.patMuons.embedCombinedMuon = True # used for IDs
process.patMuons.embedMuonBestTrack = True # used for IDs
process.patMuons.embedStandAloneMuon = True # maybe?
process.patMuons.embedPickyMuon = False # no, use best track
process.patMuons.embedTpfmsMuon = False # no, use best track
process.patMuons.embedDytMuon = False # no, use best track
process.patMuons.addPuppiIsolation = cms.bool(True)
process.patMuons.puppiIsolationChargedHadrons = cms.InputTag("muonPUPPIIsolation","h+-DR040-ThresholdVeto000-ConeVeto000")
process.patMuons.puppiIsolationNeutralHadrons = cms.InputTag("muonPUPPIIsolation","h0-DR040-ThresholdVeto000-ConeVeto001")
process.patMuons.puppiIsolationPhotons = cms.InputTag("muonPUPPIIsolation","gamma-DR040-ThresholdVeto000-ConeVeto001")
process.patMuons.puppiNoLeptonsIsolationChargedHadrons = cms.InputTag("muonPUPPINoLeptonsIsolation","h+-DR040-ThresholdVeto000-ConeVeto000")
process.patMuons.puppiNoLeptonsIsolationNeutralHadrons = cms.InputTag("muonPUPPINoLeptonsIsolation","h0-DR040-ThresholdVeto000-ConeVeto001")
process.patMuons.puppiNoLeptonsIsolationPhotons = cms.InputTag("muonPUPPINoLeptonsIsolation","gamma-DR040-ThresholdVeto000-ConeVeto001")
process.patMuons.computeMiniIso = True
process.patMuons.computeMuonIDMVA = True
process.patMuons.computeSoftMuonMVA = True
process.patMuons.addTriggerMatching = True
from Configuration.Eras.Modifier_run2_muon_2016_cff import run2_muon_2016
from Configuration.Eras.Modifier_run2_muon_2017_cff import run2_muon_2017
from Configuration.Eras.Modifier_run2_muon_2018_cff import run2_muon_2018
from Configuration.Eras.Modifier_run3_muon_cff import run3_muon
run2_muon_2016.toModify( process.patMuons, effectiveAreaVec = [0.0735,0.0619,0.0465,0.0433,0.0577])
run2_muon_2017.toModify( process.patMuons, effectiveAreaVec = [0.0566, 0.0562, 0.0363, 0.0119, 0.0064])
run2_muon_2018.toModify( process.patMuons, effectiveAreaVec = [0.0566, 0.0562, 0.0363, 0.0119, 0.0064])
run3_muon.toModify( process.patMuons, effectiveAreaVec = [0.0566, 0.0562, 0.0363, 0.0119, 0.0064])
process.patMuons.computePuppiCombinedIso = True
#
# disable embedding of electron and photon associated objects already stored by the ReducedEGProducer
process.patElectrons.embedGsfElectronCore = False ## process.patElectrons.embed in AOD externally stored gsf electron core
process.patElectrons.embedSuperCluster = False ## process.patElectrons.embed in AOD externally stored supercluster
process.patElectrons.embedPflowSuperCluster = False ## process.patElectrons.embed in AOD externally stored supercluster
process.patElectrons.embedSeedCluster = False ## process.patElectrons.embed in AOD externally stored the electron's seedcluster
process.patElectrons.embedBasicClusters = False ## process.patElectrons.embed in AOD externally stored the electron's basic clusters
process.patElectrons.embedPreshowerClusters = False ## process.patElectrons.embed in AOD externally stored the electron's preshower clusters
process.patElectrons.embedPflowBasicClusters = False ## process.patElectrons.embed in AOD externally stored the electron's pflow basic clusters
process.patElectrons.embedPflowPreshowerClusters = False ## process.patElectrons.embed in AOD externally stored the electron's pflow preshower clusters
process.patElectrons.embedRecHits = False ## process.patElectrons.embed in AOD externally stored the RecHits - can be called from the PATElectronProducer
process.patElectrons.electronSource = cms.InputTag("reducedEgamma","reducedGedGsfElectrons")
process.patElectrons.usePfCandidateMultiMap = True
process.patElectrons.pfCandidateMultiMap = cms.InputTag("reducedEgamma","reducedGsfElectronPfCandMap")
process.patElectrons.electronIDSources = cms.PSet()
#add puppi isolation in miniAOD
process.patElectrons.addPuppiIsolation = cms.bool(True)
process.patElectrons.puppiIsolationChargedHadrons = cms.InputTag("egmElectronPUPPIIsolation","h+-DR030-BarVeto000-EndVeto001")
process.patElectrons.puppiIsolationNeutralHadrons = cms.InputTag("egmElectronPUPPIIsolation","h0-DR030-BarVeto000-EndVeto000")
process.patElectrons.puppiIsolationPhotons = cms.InputTag("egmElectronPUPPIIsolation","gamma-DR030-BarVeto000-EndVeto008")
process.patElectrons.puppiNoLeptonsIsolationChargedHadrons = cms.InputTag("egmElectronPUPPINoLeptonsIsolation","h+-DR030-BarVeto000-EndVeto001")
process.patElectrons.puppiNoLeptonsIsolationNeutralHadrons = cms.InputTag("egmElectronPUPPINoLeptonsIsolation","h0-DR030-BarVeto000-EndVeto000")
process.patElectrons.puppiNoLeptonsIsolationPhotons = cms.InputTag("egmElectronPUPPINoLeptonsIsolation","gamma-DR030-BarVeto000-EndVeto008")
process.patElectrons.computeMiniIso = cms.bool(True)
process.elPFIsoDepositChargedPAT.src = cms.InputTag("reducedEgamma","reducedGedGsfElectrons")
process.elPFIsoDepositChargedAllPAT.src = cms.InputTag("reducedEgamma","reducedGedGsfElectrons")
process.elPFIsoDepositNeutralPAT.src = cms.InputTag("reducedEgamma","reducedGedGsfElectrons")
process.elPFIsoDepositGammaPAT.src = cms.InputTag("reducedEgamma","reducedGedGsfElectrons")
process.elPFIsoDepositPUPAT.src = cms.InputTag("reducedEgamma","reducedGedGsfElectrons")
#
process.patPhotons.embedSuperCluster = False ## whether to process.patPhotons.embed in AOD externally stored supercluster
process.patPhotons.embedSeedCluster = False ## process.patPhotons.embed in AOD externally stored the photon's seedcluster
process.patPhotons.embedBasicClusters = False ## process.patPhotons.embed in AOD externally stored the photon's basic clusters
process.patPhotons.embedPreshowerClusters = False ## process.patPhotons.embed in AOD externally stored the photon's preshower clusters
process.patPhotons.embedRecHits = False ## process.patPhotons.embed in AOD externally stored the RecHits - can be called from the PATPhotonProducer
#add puppi isolation in miniAOD
process.patPhotons.addPuppiIsolation = cms.bool(True)
process.patPhotons.puppiIsolationChargedHadrons = cms.InputTag("egmPhotonPUPPIIsolation","h+-DR030-")
process.patPhotons.puppiIsolationNeutralHadrons = cms.InputTag("egmPhotonPUPPIIsolation","h0-DR030-")
process.patPhotons.puppiIsolationPhotons = cms.InputTag("egmPhotonPUPPIIsolation","gamma-DR030-")
process.patPhotons.photonSource = cms.InputTag("reducedEgamma","reducedGedPhotons")
process.patPhotons.electronSource = cms.InputTag("reducedEgamma","reducedGedGsfElectrons")
process.phPFIsoDepositChargedPAT.src = cms.InputTag("reducedEgamma","reducedGedPhotons")
process.phPFIsoDepositChargedAllPAT.src = cms.InputTag("reducedEgamma","reducedGedPhotons")
process.phPFIsoDepositNeutralPAT.src = cms.InputTag("reducedEgamma","reducedGedPhotons")
process.phPFIsoDepositGammaPAT.src = cms.InputTag("reducedEgamma","reducedGedPhotons")
process.phPFIsoDepositPUPAT.src = cms.InputTag("reducedEgamma","reducedGedPhotons")
#
process.patOOTPhotons.photonSource = cms.InputTag("reducedEgamma","reducedOOTPhotons")
process.patOOTPhotons.electronSource = cms.InputTag("reducedEgamma","reducedGedGsfElectrons")
#
process.selectedPatJets.cut = cms.string("pt > 15")
process.selectedPatMuons.cut = cms.string("pt > 5 || isPFMuon || (pt > 3 && (isGlobalMuon || isStandAloneMuon || numberOfMatches > 0 || muonID('RPCMuLoose')))")
from Configuration.Eras.Modifier_phase2_muon_cff import phase2_muon
phase2_muon.toModify(process.selectedPatMuons, cut = "pt > 5 || isPFMuon || (pt > 3 && (isGlobalMuon || isStandAloneMuon || numberOfMatches > 0 || muonID('RPCMuLoose') || muonID('ME0MuonArbitrated') || muonID('GEMMuonArbitrated')) )")
from Configuration.ProcessModifiers.pp_on_AA_cff import pp_on_AA
pp_on_AA.toModify(process.selectedPatMuons, cut = "pt > 5 || isPFMuon || (pt > 1.2 && (isGlobalMuon || isStandAloneMuon) )")
from Configuration.Eras.Modifier_run3_upc_cff import run3_upc
run3_upc.toModify(process.selectedPatMuons, cut = "")
from Configuration.Eras.Modifier_ppRef_2024_cff import ppRef_2024
ppRef_2024.toModify(process.selectedPatMuons, cut = "pt > 5 || isPFMuon || isTrackerMuon || (pt > 1.2 && (isGlobalMuon || isStandAloneMuon))")
process.selectedPatElectrons.cut = cms.string("")
process.selectedPatTaus.cut = cms.string("pt > 18. && tauID('decayModeFindingNewDMs')> 0.5")
process.selectedPatPhotons.cut = cms.string("")
_dummyPatJets = process.selectedPatJets.clone(cut = "pt < 0")
task = getPatAlgosToolsTask(process)
def _applySubstructure(process):
from PhysicsTools.PatAlgos.tools.jetTools import addJetCollection
from PhysicsTools.PatAlgos.slimming.applySubstructure_cff import applySubstructure
applySubstructure( process )
(~pp_on_AA).toModify(process, _applySubstructure)
pp_on_AA.toModify(process, func = lambda p: addToProcessAndTask('slimmedJets', p.selectedPatJets.clone(), p, task))
pp_on_AA.toModify(process, func = lambda p: addToProcessAndTask('slimmedJetsAK8', _dummyPatJets.clone(), p, task))
#
from PhysicsTools.PatAlgos.tools.trigTools import switchOnTriggerStandAlone
switchOnTriggerStandAlone( process, outputModule = '' )
process.patTrigger.packTriggerPathNames = cms.bool(True)
#
# apply type I + other PFMEt corrections to pat::MET object
# and estimate systematic uncertainties on MET
from PhysicsTools.PatUtils.tools.runMETCorrectionsAndUncertainties import runMetCorAndUncForMiniAODProduction
runMetCorAndUncForMiniAODProduction(process, metType="PF",
jetCollUnskimmed="patJets")
#caloMET computation
from PhysicsTools.PatAlgos.tools.metTools import addMETCollection
addMETCollection(process,
labelName = "patCaloMet",
metSource = "caloMetM"
)
#noHF pfMET =========
process.noHFCands = cms.EDFilter("GenericPFCandidateSelector",
src=cms.InputTag("particleFlow"),
cut=cms.string("abs(pdgId)!=1 && abs(pdgId)!=2 && abs(eta)<3.0")
)
task.add(process.noHFCands)
runMetCorAndUncForMiniAODProduction(process,
pfCandColl=cms.InputTag("noHFCands"),
recoMetFromPFCs=True, #needed for HF removal
jetSelection="pt>15 && abs(eta)<3.",
postfix="NoHF"
)
process.load('PhysicsTools.PatAlgos.slimming.slimmedMETs_cfi')
task.add(process.slimmedMETs)
(~pp_on_AA).toModify(process.slimmedMETs, addDeepMETs = True)
# ================== NoHF pfMET
# ================== CHSMET
process.load("CommonTools.ParticleFlow.pfCHS_cff")
task.add(process.pfCHS)
from RecoMET.METProducers.pfMet_cfi import pfMet
process.pfMetCHS = pfMet.clone(src = 'pfCHS')
task.add(process.pfMetCHS)
addMETCollection(process,
labelName = "patCHSMet",
metSource = "pfMetCHS"
)
process.patCHSMet.computeMETSignificance = cms.bool(False)
# ================== CHSMET
# ================== TrkMET
process.TrkCands = chargedPackedCandsForTkMet.clone()
task.add(process.TrkCands)
process.pfMetTrk = pfMet.clone(src = 'TrkCands')
task.add(process.pfMetTrk)
addMETCollection(process,
labelName = "patTrkMet",
metSource = "pfMetTrk"
)
process.patTrkMet.computeMETSignificance = cms.bool(False)
# ================== TrkMET
#HF jet shower shape
process.load('RecoJets.JetProducers.hfJetShowerShape_cfi')
task.add(process.hfJetShowerShape)
process.patJets.userData.userFloats.src += [ 'hfJetShowerShape:sigmaEtaEta', 'hfJetShowerShape:sigmaPhiPhi']
process.patJets.userData.userInts.src += [ 'hfJetShowerShape:centralEtaStripSize', 'hfJetShowerShape:adjacentEtaStripsSize']
## DeepCSV meta discriminators (simple arithmethic on output probabilities)
def _add_deepFlavour(process):
process.load('RecoBTag.Combined.deepFlavour_cff')
task.add(process.pfDeepCSVDiscriminatorsJetTags)
process.patJets.discriminatorSources.extend([
'pfDeepCSVDiscriminatorsJetTags:BvsAll',
'pfDeepCSVDiscriminatorsJetTags:CvsB',
'pfDeepCSVDiscriminatorsJetTags:CvsL',
])
## CaloJets
process.caloJetMap = cms.EDProducer("RecoJetDeltaRValueMapProducer",
src = process.patJets.jetSource,
matched = cms.InputTag("ak4CaloJets"),
distMax = cms.double(0.4),
values = cms.vstring('pt','emEnergyFraction'),
valueLabels = cms.vstring('pt','emEnergyFraction'),
lazyParser = cms.bool(True) )
task.add(process.caloJetMap)
process.patJets.userData.userFloats.src += [ 'caloJetMap:pt', 'caloJetMap:emEnergyFraction' ]
pp_on_AA.toModify(process.patJets.userData.userInts, src = [] )
pp_on_AA.toModify(process.patJets.userData.userFloats, src = [] )
#Muon object modifications
from PhysicsTools.PatAlgos.slimming.muonIsolationsPUPPI_cfi import makeInputForPUPPIIsolationMuon
makeInputForPUPPIIsolationMuon(process)
#EGM object modifications
from PhysicsTools.PatAlgos.slimming.egmIsolationsPUPPI_cfi import makeInputForPUPPIIsolationEgm
makeInputForPUPPIIsolationEgm(process)
from RecoEgamma.EgammaTools.egammaObjectModificationsInMiniAOD_cff import egamma_modifications
process.slimmedElectrons.modifierConfig.modifications = egamma_modifications
process.slimmedPhotons.modifierConfig.modifications = egamma_modifications
#VID Electron IDs
process.patElectrons.addElectronID = cms.bool(True)
electron_ids = ['RecoEgamma.ElectronIdentification.Identification.heepElectronID_HEEPV70_cff',
'RecoEgamma.ElectronIdentification.Identification.heepElectronID_HEEPV71_cff',
'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Fall17_94X_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Fall17_94X_V2_cff',
'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Winter22_122X_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_noIso_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_iso_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_noIso_V2_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Fall17_iso_V2_cff',
'RecoEgamma.ElectronIdentification.Identification.cutBasedElectronID_Summer16_80X_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Spring16_GeneralPurpose_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Spring16_HZZ_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer16UL_ID_ISO_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer17UL_ID_ISO_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Summer18UL_ID_ISO_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_RunIIIWinter22_noIso_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_RunIIIWinter22_iso_V1_cff',
'RecoEgamma.ElectronIdentification.Identification.mvaElectronID_Winter22_HZZ_V1_cff'
]
switchOnVIDElectronIdProducer(process,DataFormat.MiniAOD, task)
process.egmGsfElectronIDs.physicsObjectSrc = cms.InputTag("reducedEgamma","reducedGedGsfElectrons")
process.electronMVAValueMapProducer.src = cms.InputTag('reducedEgamma','reducedGedGsfElectrons')
# To use older DataFormats, the electronMVAValueMapProducer MUST take a updated electron collection
# such that the conversion variables are filled correctly.
process.load("RecoEgamma.EgammaTools.gedGsfElectronsTo106X_cff")
from Configuration.Eras.Modifier_pp_on_AA_2018_cff import pp_on_AA_2018
pp_on_AA_2018.toModify(task, func=lambda t: t.add(process.gedGsfElectronsFrom94XTo106XTask))
pp_on_AA_2018.toModify(process.electronMVAValueMapProducer,
keysForValueMaps = cms.InputTag('reducedEgamma','reducedGedGsfElectrons'),
src = "gedGsfElectronsFrom94XTo106X")
for idmod in electron_ids:
setupAllVIDIdsInModule(process,idmod,setupVIDElectronSelection,None,False,task)
#VID Photon IDs
process.patPhotons.addPhotonID = cms.bool(True)
photon_ids = ['RecoEgamma.PhotonIdentification.Identification.cutBasedPhotonID_Fall17_94X_V1_TrueVtx_cff',
'RecoEgamma.PhotonIdentification.Identification.cutBasedPhotonID_Fall17_94X_V2_cff',
'RecoEgamma.PhotonIdentification.Identification.mvaPhotonID_Fall17_94X_V1p1_cff',
'RecoEgamma.PhotonIdentification.Identification.mvaPhotonID_Fall17_94X_V2_cff',
'RecoEgamma.PhotonIdentification.Identification.cutBasedPhotonID_Spring16_V2p2_cff',
'RecoEgamma.PhotonIdentification.Identification.mvaPhotonID_Spring16_nonTrig_V1_cff',
'RecoEgamma.PhotonIdentification.Identification.mvaPhotonID_Winter22_122X_V1_cff',
'RecoEgamma.PhotonIdentification.Identification.cutBasedPhotonID_RunIIIWinter22_122X_V1_cff']
switchOnVIDPhotonIdProducer(process,DataFormat.AOD, task)
process.egmPhotonIDs.physicsObjectSrc = cms.InputTag("reducedEgamma","reducedGedPhotons")
process.photonMVAValueMapProducer.src = cms.InputTag('reducedEgamma','reducedGedPhotons')
for idmod in photon_ids:
setupAllVIDIdsInModule(process,idmod,setupVIDPhotonSelection,None,False,task)
#add the cut base IDs bitmaps of which cuts passed
from RecoEgamma.EgammaTools.egammaObjectModifications_tools import makeVIDBitsModifier
egamma_modifications.append(makeVIDBitsModifier(process,"egmGsfElectronIDs","egmPhotonIDs"))
#-- Adding boosted taus
from RecoTauTag.Configuration.boostedHPSPFTaus_cfi import addBoostedTaus
addBoostedTaus(process)
#-- Adding DeepTauID for boosted taus
import RecoTauTag.RecoTau.tools.runTauIdMVA as tauIdConfig
_updatedBoostedTauName = 'slimmedTausBoostedDeepIDs'
_noUpdatedBoostedTauName = 'slimmedTausBoostedNoDeepIDs'
boostedTauIdEmbedder = tauIdConfig.TauIDEmbedder(
process, debug = False,
originalTauName = _noUpdatedBoostedTauName,
updatedTauName = _updatedBoostedTauName,
postfix = 'BoostedForMini',
toKeep = ['boostedDeepTauRunIIv2p0']
)
boostedTauIdEmbedder.runTauID()
addToProcessAndTask(_noUpdatedBoostedTauName, process.slimmedTausBoosted.clone(),process,task)
delattr(process, 'slimmedTausBoosted')
process.slimmedTausBoosted = getattr(process, _updatedBoostedTauName).clone()
process.rerunMvaIsolationTaskBoostedForMini.add(process.slimmedTausBoosted)
task.add(process.rerunMvaIsolationTaskBoostedForMini)
process.load("RecoTauTag.Configuration.RecoPFTauTag_cff")
process.load("RecoTauTag.Configuration.HPSPFTaus_cff")
#-- Adding customization for 94X 2017 legacy reMniAOD
_makePatTausTaskWithRetrainedMVATauID = process.makePatTausTask.copy()
_makePatTausTaskWithRetrainedMVATauID.add(process.hpsPFTauBasicDiscriminatorsTask,
process.hpsPFTauDiscriminationByIsolationMVArun2v1DBoldDMwLTTask,
process.hpsPFTauDiscriminationByIsolationMVArun2v1DBnewDMwLTTask,
process.hpsPFTauBasicDiscriminatorsdR03Task,
process.hpsPFTauDiscriminationByIsolationMVArun2v1DBdR03oldDMwLTTask,
process.hpsPFTauDiscriminationByMVA6rawElectronRejection,
process.hpsPFTauDiscriminationByMVA6ElectronRejection,
process.hpsPFTauDiscriminationByMuonRejection3)
from Configuration.ProcessModifiers.run2_miniAOD_UL_cff import run2_miniAOD_UL
(run2_miniAOD_UL).toReplaceWith(
process.makePatTausTask, _makePatTausTaskWithRetrainedMVATauID
)
#-- Adding DeepTauID
_updatedTauName = 'slimmedTausDeepIDs'
_noUpdatedTauName = 'slimmedTausNoDeepIDs'
tauIdEmbedder = tauIdConfig.TauIDEmbedder(
process, debug = False,
originalTauName = _noUpdatedTauName,
updatedTauName = _updatedTauName,
postfix = 'ForMini',
toKeep = ['deepTau2018v2p5']
)
from Configuration.Eras.Modifier_phase2_common_cff import phase2_common #Phase2 Tau MVA
_tauIds_phase2 = ['deepTau2026v2p5']
phase2_common.toModify(tauIdEmbedder.toKeep, func=lambda t:t.extend(_tauIds_phase2))
tauIdEmbedder.runTauID()
addToProcessAndTask(_noUpdatedTauName, process.slimmedTaus.clone(),process,task)
delattr(process, 'slimmedTaus')
process.slimmedTaus = getattr(process, _updatedTauName).clone()
process.rerunMvaIsolationTaskForMini.add(process.slimmedTaus)
task.add(process.rerunMvaIsolationTaskForMini)
#-- Rerun tauID against dead ECal towers to taus for the various re-MiniAOD eras
# to enable default behoviour with leading track extrapolation to ECAL
_makePatTausTaskWithDeadECalVeto = process.makePatTausTask.copy()
_makePatTausTaskWithDeadECalVeto.add(
process.hpsPFTauDiscriminationByDeadECALElectronRejection
)
_run2_miniAOD_ANY = (run2_miniAOD_UL)
_run2_miniAOD_ANY.toReplaceWith(
process.makePatTausTask, _makePatTausTaskWithDeadECalVeto
)
#-- Adding customization for 2018 heavy ions
_makePatTausTaskWithTauReReco = process.makePatTausTask.copy()
_makePatTausTaskWithTauReReco.add(process.PFTauTask)
(pp_on_AA).toReplaceWith(
process.makePatTausTask, _makePatTausTaskWithTauReReco
)
# Adding puppi jets
process.load('CommonTools.PileupAlgos.Puppi_cff')
process.load('RecoJets.JetProducers.ak4PFJets_cfi')
from Configuration.Eras.Modifier_pA_2016_cff import pA_2016
_rerun_puppijets_task = task.copy()
_rerun_puppijets_task.add(process.puppi, process.ak4PFJetsPuppi)
(_run2_miniAOD_ANY | pA_2016 | pp_on_AA).toReplaceWith(task, _rerun_puppijets_task)
from RecoJets.JetAssociationProducers.j2tParametersVX_cfi import j2tParametersVX
process.ak4PFJetsPuppiTracksAssociatorAtVertex = cms.EDProducer("JetTracksAssociatorAtVertex",
j2tParametersVX,
jets = cms.InputTag("ak4PFJetsPuppi")
)
task.add(process.ak4PFJetsPuppiTracksAssociatorAtVertex)
process.patJetPuppiCharge = cms.EDProducer("JetChargeProducer",
src = cms.InputTag("ak4PFJetsPuppiTracksAssociatorAtVertex"),
var = cms.string('Pt'),
exp = cms.double(1.0)
)
task.add(process.patJetPuppiCharge)
## PUJetID for ak4PFJetsPuppi
process.load("RecoJets.JetProducers.PileupJetID_cfi")
task.add(process.pileUpJetIDPuppiTask)
def _add_jetsPuppi(process):
from PhysicsTools.PatAlgos.tools.jetTools import addJetCollection
noDeepFlavourDiscriminators = [x.value() if isinstance(x, cms.InputTag) else x for x in process.patJets.discriminatorSources
if (not "DeepFlavour" in str(x) and not "Transformer" in str(x))]
addJetCollection(process, postfix = "", labelName = 'Puppi', jetSource = cms.InputTag('ak4PFJetsPuppi'),
jetCorrections = ('AK4PFPuppi', ['L2Relative', 'L3Absolute'], ''),
pfCandidates = cms.InputTag("particleFlow"),
algo= 'AK', rParam = 0.4, btagDiscriminators = noDeepFlavourDiscriminators
)
process.patJetGenJetMatchPuppi.matched = 'slimmedGenJets'
process.patJetsPuppi.jetChargeSource = cms.InputTag("patJetPuppiCharge")
## Store PUJetID variables in patJetsPuppi
process.patJetsPuppi.userData.userFloats.src += [cms.InputTag("pileupJetIdPuppi:fullDiscriminant")]
process.patJetsPuppi.userData.userInts.src += [cms.InputTag("pileupJetIdPuppi:fullId")]
process.selectedPatJetsPuppi.cut = cms.string("pt > 10")
from PhysicsTools.PatAlgos.slimming.applyDeepBtagging_cff import applyDeepBtagging
applyDeepBtagging( process )
process.slimmedJetsNoDeepFlavour.dropTagInfos = '0'
process.updatedPatJetsTransientCorrectedSlimmedDeepFlavour.addTagInfos = True
process.updatedPatJetsTransientCorrectedSlimmedDeepFlavour.tagInfoSources = ["pixelClusterTagInfos"]
_run2_miniAOD_ANY.toModify(process.updatedPatJetsTransientCorrectedSlimmedDeepFlavour, addTagInfos = False )
(~pp_on_AA).toModify(process, _add_jetsPuppi)
pp_on_AA.toModify(process, func = lambda p: addToProcessAndTask('slimmedJetsPuppi', _dummyPatJets.clone(), p, task))
# Embed pixelClusterTagInfos in slimmedJets
process.patJets.addTagInfos = True
process.patJets.tagInfoSources = ["pixelClusterTagInfos"]
_run2_miniAOD_ANY.toModify(process.patJets, addTagInfos = False )
from Configuration.Eras.Modifier_pp_on_AA_2018_cff import pp_on_AA_2018
pp_on_AA_2018.toModify(process.patJets, tagInfoSources = cms.VInputTag(["impactParameterTagInfos","secondaryVertexTagInfos"]) )
## puppi met
def _add_metPuppi(process):
process.load('RecoMET.METProducers.pfMetPuppi_cfi')
_rerun_puppimet_task = task.copy()
_rerun_puppimet_task.add(process.puppiNoLep, process.pfMetPuppi)
(_run2_miniAOD_ANY | pA_2016 | pp_on_AA ).toReplaceWith(task, _rerun_puppimet_task)
runMetCorAndUncForMiniAODProduction(process, metType="Puppi",
jetCollUnskimmed="slimmedJetsPuppi",
recoMetFromPFCs=True,
jetFlavor="AK4PFPuppi",
postfix="Puppi"
)
(~pp_on_AA).toModify(process, _add_metPuppi)
process.load('PhysicsTools.PatAlgos.slimming.slimmedMETs_cfi')
task.add(process.slimmedMETs)
def _add_slimmedMETsPuppi(process):
addToProcessAndTask('slimmedMETsPuppi', process.slimmedMETs.clone(), process, task)
process.slimmedMETsPuppi.src = cms.InputTag("patMETsPuppi")
process.slimmedMETsPuppi.rawVariation = cms.InputTag("patPFMetPuppi")
process.slimmedMETsPuppi.t1Uncertainties = cms.InputTag("patPFMetT1%sPuppi")
process.slimmedMETsPuppi.t01Variation = cms.InputTag("patPFMetT0pcT1Puppi")
process.slimmedMETsPuppi.t1SmearedVarsAndUncs = cms.InputTag("patPFMetT1Smear%sPuppi")
process.slimmedMETsPuppi.tXYUncForRaw = cms.InputTag("patPFMetTxyPuppi")
process.slimmedMETsPuppi.tXYUncForT1 = cms.InputTag("patPFMetT1TxyPuppi")
process.slimmedMETsPuppi.tXYUncForT01 = cms.InputTag("patPFMetT0pcT1TxyPuppi")
process.slimmedMETsPuppi.tXYUncForT1Smear = cms.InputTag("patPFMetT1SmearTxyPuppi")
process.slimmedMETsPuppi.tXYUncForT01Smear = cms.InputTag("patPFMetT0pcT1SmearTxyPuppi")
del process.slimmedMETsPuppi.caloMET
(~pp_on_AA).toModify(process, _add_slimmedMETsPuppi)
def _add_deepMET(process):
from RecoMET.METPUSubtraction.deepMETProducer_cff import deepMETsResolutionTune, deepMETsResponseTune
addToProcessAndTask('deepMETsResolutionTune', deepMETsResolutionTune, process, task)
addToProcessAndTask('deepMETsResponseTune', deepMETsResponseTune, process, task)
(~pp_on_AA).toModify(process, _add_deepMET)
# add DetIdAssociatorRecords to EventSetup (for isolatedTracks)
process.load("TrackingTools.TrackAssociator.DetIdAssociatorESProducer_cff")
# EGamma objects from HGCal are not yet in GED
# so add companion collections for Phase-II MiniAOD production
from Configuration.Eras.Modifier_phase2_hgcal_cff import phase2_hgcal
process.load("RecoEgamma.EgammaTools.slimmedEgammaHGC_cff")
phase2_hgcal.toModify(task, func=lambda t: t.add(process.slimmedEgammaHGCTask))
#-- Produce a "hybrid" tau collection combining HPS-reconstructed taus with tau-tagged jets
# Run it at the end of customisation to ensure that jets sequences with unified taggers are already defined
def _addUTagToTaus(process, task,
storePNetCHSjets = False,
storeUParTPUPPIjets = False,
addGenJet = False):
if not (storePNetCHSjets or storeUParTPUPPIjets): return process
noUpdatedTauName = 'slimmedTausNoUTag'
updatedTauName = ''
addToProcessAndTask(noUpdatedTauName, process.slimmedTaus.clone(), process, task)
process.pfParticleNetFromMiniAODAK4CHSCentralTagInfosSlimmedDeepFlavour.taus = noUpdatedTauName
process.pfParticleNetFromMiniAODAK4PuppiCentralTagInfosSlimmedPuppiWithDeepTags.taus = noUpdatedTauName
process.pfParticleNetFromMiniAODAK4PuppiForwardTagInfosSlimmedPuppiWithDeepTags.taus = noUpdatedTauName
from PhysicsTools.PatAlgos.patTauHybridProducer_cfi import patTauHybridProducer
if storePNetCHSjets:
jetCollection = 'slimmedJets'
TagName = 'pfParticleNetFromMiniAODAK4CHSCentralJetTags'
tag_prefix = 'byUTagCHS'
updatedTauName = 'slimmedTausWithUTagCHS'
# PNet tagger used for CHS jets
from RecoBTag.ONNXRuntime.pfParticleNetFromMiniAODAK4_cff import pfParticleNetFromMiniAODAK4CHSCentralJetTags
Discriminators = [TagName+":"+tag for tag in pfParticleNetFromMiniAODAK4CHSCentralJetTags.flav_names.value()]
# Define "hybridTau" producer
setattr(process, updatedTauName,
patTauHybridProducer.clone(
src = noUpdatedTauName,
jetSource = jetCollection,
dRMax = 0.4,
jetPtMin = 15,
jetEtaMax = 2.5,
UTagLabel = TagName,
UTagScoreNames = Discriminators,
tagPrefix = tag_prefix,
tauScoreMin = -1,
vsJetMin = 0.05,
checkTauScoreIsBest = False,
chargeAssignmentProbMin = 0.2,
addGenJetMatch = addGenJet,
genJetMatch = ''
))
if addGenJet:
addToProcessAndTask('tauGenJetMatchCHSJet',
process.tauGenJetMatch.clone(src = jetCollection),
process, task)
getattr(process,updatedTauName).genJetMatch = 'tauGenJetMatchCHSJet'
if storeUParTPUPPIjets: task.add(getattr(process,updatedTauName))
if storeUParTPUPPIjets:
jetCollection = 'slimmedJetsPuppi'
TagName = 'pfUnifiedParticleTransformerAK4JetTags'
tag_prefix = 'byUTagPUPPI'
updatedTauName = 'slimmedTausWithUTagPUPPI' if not storePNetCHSjets else 'slimmedTausWithUTagCHSAndUTagPUPPI'
# Unified ParT Tagger used for PUPPI jets
from RecoBTag.ONNXRuntime.pfUnifiedParticleTransformerAK4JetTags_cfi import pfUnifiedParticleTransformerAK4JetTags
Discriminators = [TagName+":"+tag for tag in pfUnifiedParticleTransformerAK4JetTags.flav_names.value()]
# Define "hybridTau" producer
setattr(process, updatedTauName,
patTauHybridProducer.clone(
src = noUpdatedTauName if not storePNetCHSjets else 'slimmedTausWithUTagCHS',
jetSource = jetCollection,
dRMax = 0.4,
jetPtMin = 15,
jetEtaMax = 2.5,
UTagLabel = TagName,
UTagScoreNames = Discriminators,
tagPrefix = tag_prefix,
tauScoreMin = -1,
vsJetMin = 0.05,
checkTauScoreIsBest = False,
chargeAssignmentProbMin = 0.2,
addGenJetMatch = addGenJet,
genJetMatch = ''
))
if addGenJet:
addToProcessAndTask('tauGenJetMatchPUPPIJet',
process.tauGenJetMatch.clone(src = jetCollection),
process, task)
getattr(process,updatedTauName).genJetMatch = 'tauGenJetMatchPUPPIJet'
#add "hybridTau" producer to pat-task and replace slimmedTaus
delattr(process, 'slimmedTaus')
process.slimmedTaus = getattr(process, updatedTauName).clone()
task.add(process.slimmedTaus)
return process
_uTagToTaus_switches = cms.PSet(
storePNetCHSjets = cms.bool(True),
storeUParTPUPPIjets = cms.bool(True),
addGenJet = cms.bool(True)
)
pp_on_AA.toModify(_uTagToTaus_switches, storePNetCHSjets=False, storeUParTPUPPIjets=False)
_addUTagToTaus(process, task,
storePNetCHSjets = _uTagToTaus_switches.storePNetCHSjets.value(),
storeUParTPUPPIjets = _uTagToTaus_switches.storePNetCHSjets.value(),
addGenJet = _uTagToTaus_switches.addGenJet.value()
)
# L1 pre-firing weights for 2016, 2017, and 2018
from Configuration.Eras.Modifier_run2_L1prefiring_cff import run2_L1prefiring
from Configuration.Eras.Modifier_stage2L1Trigger_cff import stage2L1Trigger
from Configuration.Eras.Modifier_stage2L1Trigger_2017_cff import stage2L1Trigger_2017
from Configuration.Eras.Modifier_stage2L1Trigger_2018_cff import stage2L1Trigger_2018
from Configuration.Eras.Modifier_tracker_apv_vfp30_2016_cff import tracker_apv_vfp30_2016
if not hasattr(process,'prefiringweight'):
process.load("PhysicsTools.PatUtils.L1PrefiringWeightProducer_cff")
(stage2L1Trigger & tracker_apv_vfp30_2016).toModify(process.prefiringweight, DataEraECAL = "UL2016preVFP", DataEraMuon = "2016preVFP" )
(stage2L1Trigger & ~tracker_apv_vfp30_2016).toModify(process.prefiringweight, DataEraECAL = "UL2016postVFP", DataEraMuon = "2016postVFP" )
stage2L1Trigger_2017.toModify(process.prefiringweight, DataEraECAL = "UL2017BtoF", DataEraMuon = "20172018")
stage2L1Trigger_2018.toModify(process.prefiringweight, DataEraECAL = "None", DataEraMuon = "20172018")
run2_L1prefiring.toModify(task, func=lambda t: t.add(process.prefiringweight))
from PhysicsTools.PatAlgos.producersHeavyIons.heavyIonJetSetup import removeL1FastJetJECs
pp_on_AA.toModify(process, removeL1FastJetJECs)
def miniAOD_customizeMC(process):
task = getPatAlgosToolsTask(process)
#GenJetFlavourInfos
process.load("PhysicsTools.JetMCAlgos.HadronAndPartonSelector_cfi")
task.add(process.selectedHadronsAndPartons)
task.add(process.selectedHadronsAndPartonsForGenJetsFlavourInfos)
process.load("PhysicsTools.JetMCAlgos.AK4GenJetFlavourInfos_cfi")
task.add(process.ak4GenJetFlavourInfos)
process.load('PhysicsTools.PatAlgos.slimming.slimmedGenJetsFlavourInfos_cfi')
task.add(process.slimmedGenJetsFlavourInfos)
#slimmed pileup information
process.load('PhysicsTools.PatAlgos.slimming.slimmedAddPileupInfo_cfi')
task.add(process.slimmedAddPileupInfo)
process.muonMatch.matched = "prunedGenParticles"
process.electronMatch.matched = "prunedGenParticles"
process.electronMatch.src = cms.InputTag("reducedEgamma","reducedGedGsfElectrons")
process.photonMatch.matched = "prunedGenParticles"
process.photonMatch.src = cms.InputTag("reducedEgamma","reducedGedPhotons")
process.ootPhotonMatch.matched = "prunedGenParticles"
process.ootPhotonMatch.src = cms.InputTag("reducedEgamma","reducedOOTPhotons")
process.tauMatch.matched = "prunedGenParticles"
process.tauGenJets.GenParticles = "prunedGenParticles"
#Boosted taus
process.tauMatchBoosted.matched = "prunedGenParticles"
process.tauGenJetsBoosted.GenParticles = "prunedGenParticles"
process.patJetPartons.particles = "genParticles"
process.patJetPartonMatch.matched = "prunedGenParticles"
pp_on_AA.toModify(process.patJetPartonMatch, matched = "hiSignalGenParticles")
from Configuration.ProcessModifiers.genJetSubEvent_cff import genJetSubEvent
genJetSubEvent.toModify(process.patJetPartonMatch, matched = "cleanedPartons")
process.patJetPartonMatch.mcStatus = [ 3, 23 ]
process.patJetGenJetMatch.matched = "slimmedGenJets"
(~pp_on_AA).toModify(process, patJetGenJetMatchAK8Puppi = dict(matched = "slimmedGenJetsAK8"))
process.patMuons.embedGenMatch = False
process.patElectrons.embedGenMatch = False
process.patPhotons.embedGenMatch = False
process.patOOTPhotons.embedGenMatch = False
process.patTaus.embedGenMatch = False
process.patTausBoosted.embedGenMatch = False
process.patJets.embedGenPartonMatch = False
#also jet flavour must be switched
process.patJetFlavourAssociation.rParam = 0.4
from PhysicsTools.PatAlgos.producersHeavyIons.heavyIonJetSetup import removeJECsForMC
pp_on_AA.toModify(process, removeJECsForMC)
pp_on_AA.toReplaceWith(task,task.copyAndExclude([process.slimmedGenJetsFlavourInfos]))
def miniAOD_customizeOutput(out):
from PhysicsTools.PatAlgos.slimming.MicroEventContent_cff import MiniAODOverrideBranchesSplitLevel
out.overrideBranchesSplitLevel = MiniAODOverrideBranchesSplitLevel
out.splitLevel = cms.untracked.int32(0)
out.dropMetaData = cms.untracked.string('ALL')
out.fastCloning= cms.untracked.bool(False)
out.overrideInputFileSplitLevels = cms.untracked.bool(True)
out.compressionAlgorithm = cms.untracked.string('LZMA')
def miniAOD_customizeData(process):
from PhysicsTools.PatAlgos.tools.coreTools import runOnData
runOnData( process, outputModules = [] )
# hybrid taus
print('removing MC dependencies for hybrid taus')
modulesToDel = []
for postfix in ['','WithUTagCHS','WithUTagPUPPI','WithUTagCHSAndUTagPUPPI']:
if hasattr(process,'slimmedTaus'+postfix):
hybridTau = getattr(process,'slimmedTaus'+postfix)
if hasattr(hybridTau,'addGenJetMatch'):
hybridTau.addGenJetMatch = False
genJetModule = hybridTau.genJetMatch.getModuleLabel()
if not genJetModule in modulesToDel:
modulesToDel.append(genJetModule)
hybridTau.genJetMatch = ''
for module in modulesToDel:
if hasattr(process,module): delattr(process,module)
process.load("RecoPPS.Local.ctppsLocalTrackLiteProducer_cff")
process.load("RecoPPS.ProtonReconstruction.ctppsProtons_cff")
process.load("Geometry.VeryForwardGeometry.geometryRPFromDB_cfi")
process.load('L1Trigger.L1TGlobal.simGtExtFakeProd_cfi')
task = getPatAlgosToolsTask(process)
task.add(process.simGtExtUnprefireable)
from Configuration.Eras.Modifier_ctpps_cff import ctpps
ctpps.toModify(task, func=lambda t: t.add(process.ctppsLocalTrackLiteProducer))
ctpps.toModify(task, func=lambda t: t.add(process.ctppsProtons))
from Configuration.ProcessModifiers.run2_miniAOD_UL_cff import run2_miniAOD_UL
run2_miniAOD_UL.toModify(task, func=lambda t: t.add(process.simGtExtUnprefireable))
def miniAOD_customizeAllData(process):
miniAOD_customizeCommon(process)
miniAOD_customizeData(process)
return process
def miniAOD_customizeAllMC(process):
miniAOD_customizeCommon(process)
miniAOD_customizeMC(process)
return process
def miniAOD_customizeAllMCFastSim(process):
miniAOD_customizeCommon(process)
miniAOD_customizeMC(process)
from PhysicsTools.PatAlgos.slimming.metFilterPaths_cff import miniAOD_customizeMETFiltersFastSim
process = miniAOD_customizeMETFiltersFastSim(process)
from PhysicsTools.PatAlgos.slimming.isolatedTracks_cfi import miniAOD_customizeIsolatedTracksFastSim
process = miniAOD_customizeIsolatedTracksFastSim(process)
process.patMuons.addTriggerMatching = False
# Disable pixelClusterTagInfos in FastSim (no siPixelCluster available)
from Configuration.Eras.Modifier_fastSim_cff import fastSim
fastSim.toModify(process.patJets, addTagInfos = cms.bool(False) )
fastSim.toModify(process.slimmedJetsNoDeepFlavour, dropTagInfos = cms.string('1') )
fastSim.toModify(process.updatedPatJetsSlimmedDeepFlavour, addTagInfos = cms.bool(False) )
fastSim.toModify(process.updatedPatJetsTransientCorrectedSlimmedDeepFlavour, addTagInfos = cms.bool(False) )
return process